How to use PostgreSQL for (military) geoanalytics tasks

This is a detailed guide on utilizing PostgreSQL for military geoanalytics tasks, emphasizing the importance of geospatial data processing in military operations. It covers methods for processing geospatial data, finding nearest objects, distance calculations, using geospatial indexes, determining points within polygons, and geospatial aggregation to enhance analytical capabilities in mi...

https://klioba.com/how-to-use-postgresql-for-military-geoanalytics-tasks

Grok-1

Grok open release.

https://github.com/xai-org/grok-1

Nextjs and Django Airbnb Clone

Learn how to build a fullstack clone of Airbnb using technologies like Nextjs/React and Tailwind in the frontend, and Django with Django rest framework in the backend.

https://www.youtube.com/playlist?list=PLpyspNLjzwBnP-906FBRP5qzB4YXjMvnT

MindGraph

Proof of concept prototype for generating and querying against an ever-expanding knowledge graph with AI.

https://github.com/yoheinakajima/mindgraph

Building command-line applications in Python

Dive into a comprehensive guide on implementing command-line applications in Python. This tutorial uses the argparse module to explain how arguments, flags, and options work in a command-line application by building a BMI calculator app and implementing the Linux head command in Python.

https://www.honeybadger.io/blog/building-command-line-applications-in-python-a-comprehensive-guide/

Cataloguing my vinyl collection with computer vision

The post  details the process of cataloguing a vinyl collection using computer vision, focusing on identifying unique vinyl records through a systematic approach. By leveraging computer vision technology and embedding techniques, the author shares insights into creating a system that accurately identifies and indexes vinyl records for efficient cataloging and organization.

https://jamesg.blog/2024/03/16/vinyl-record-indexing/

FeatUp

A Model-Agnostic Framework for Features at Any Resolution.

https://mhamilton.net/featup.html

Data Visualization in PostgreSQL With Apache Superset

Looking for data visualization tools for PostgreSQL? We discuss a few options and provide a step-by-step guide on PostgreSQL and Apache Superset.

https://www.timescale.com/blog/data-visualization-in-postgresql-with-apache-superset/

Fixing a Bug in PyPy's Incremental GC

This post discusses how the author fixed a bug in PyPy's incremental garbage collector that was causing crashes in the AST rewriting phase of pytest on CI environments. It details the technical background on PyPy's incremental GC and the specific issues that were uncovered and resolved in the write barrier implementation.

https://www.pypy.org/posts/2024/03/fixing-bug-incremental-gc.html

Unnecessary else statements

Let's talk about unnecessary else statements in Python.

https://www.pythonmorsels.com/unnecessary-else-statements/

T-Rex

Towards Generic Object Detection via Text-Visual Prompt Synergy.

https://github.com/IDEA-Research/T-Rex

Python Poetry in 8 Minutes

This video guides you through the ins and outs of managing Python virtual environments, while also introducing you to Poetry. You'll learn a host of tips and strategies to manage your projects with greater effectiveness and efficiency.

https://www.youtube.com/watch?v=Ji2XDxmXSOM

Secure LLM Architecture - Testing LLM Guard

The video explores LLM architectures, addressing security concerns and critiquing ineffective security tools. It introduces LLM Guard, an open-source tool aiming to enhance LLM security by checking inputs for malicious intent and outputs for sensitive data, demonstrated through practical examples and emphasizing the importance of output monitoring and permissions in safeguarding data.

https://www.youtube.com/watch?&v=C_5KRqQrGD4

rag-search

RAG Search API.

https://github.com/thinkany-ai/rag-search

Tracecat

The AI-native, open source alternative to Tines / Splunk SOAR.

https://github.com/TracecatHQ/tracecat

lightning-thunder

Make PyTorch models Lightning fast! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once.

https://github.com/Lightning-AI/lightning-thunder

What's up Python? iphone support, @sealed, PYTHON_GIL=0...

A summary of what happened in the Python community in march

https://www.bitecode.dev/p/whats-up-python-iphone-support-sealed

reverser_ai

Provides automated reverse engineering assistance through the use of local large language models (LLMs) on consumer hardware.

https://github.com/mrphrazer/reverser_ai